The flowers were purple, an aggressive, unnatural hue. She saw them first thing in the morning, on the counter. The air had a metallic tang to it. She’d spent too much time alone, that was clear.

She glared at the blossoms. They were a threat. She should be able to enjoy the quiet of her home without this unbidden act of consideration. It grated against her every instinct.

She grabbed the scissors, then, almost without thinking, she began to carve. She carved until the table was slick with juice, petals everywhere, and she knew she'd be left alone, for a while at least.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

This story is one of 1,000 stories generated for the emotion hostile. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 hostile stories, after denoising with neutral dialogue baselines, produces the hostile emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hostile vector is projected through the unembedding matrix.

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273